MDSection 1 of 38 · 7 subtopics
Computer & Python Foundations
Foundations matter. Python, tensors, and GPU basics — the daily tools for building LLMs.
Learning path
Work through each subtopic in order. Click any file below to open its lesson. Track your progress with the checkbox at the bottom.
Subtopics
Each subtopic includes a concise explanation, code examples, and references.
01
Python
Interactive code editor with input/output panel.
python
02
NumPy
Array/matrix playground.
numpy
03
Tensors
Tensor shape explorer.
tensors
04
Tensor Operations
Operation visualizer.
tensor-operations
05
Matrix Multiplication
Matrix multiplication animation.
matrix-multiplication
06
CPU vs GPU
Parallel-computation comparison.
cpu-vs-gpu
07
GPU & VRAM
Interactive VRAM allocation diagram.
gpu-vram